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Plasma Proteomic Signature Predicts Myeloid Neoplasm Risk.

Duc Tran1, J Scott Beeler1, Jie Liu1

  • 1Division of Oncology, Department of Medicine, Washington University School of Medicine (WUSM), St. Louis, Missouri.

Clinical Cancer Research : an Official Journal of the American Association for Cancer Research
|March 6, 2024
PubMed
Summary
This summary is machine-generated.

Plasma proteomics can predict myeloid neoplasm (MN) risk and reveal immune system links to clonal hematopoiesis (CH) progression. This multi-omic approach enhances MN risk stratification beyond current methods.

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Area of Science:

  • Hematology
  • Proteomics
  • Genomics

Background:

  • Clonal hematopoiesis (CH) is the presumed origin of myeloid neoplasms (MN).
  • Mechanisms driving CH progression to MN and MN clinical risk prediction require further elucidation.
  • The human proteome offers insights into genetic and epigenetic regulatory interactions.

Purpose of the Study:

  • To investigate if plasma proteomic profiles can predict MN risk.
  • To explore if plasma proteomics can inform the mechanisms underlying MN development.
  • To assess the utility of plasma proteomics in improving MN risk stratification.

Main Methods:

  • Joint characterization of CH and plasma proteomic profiles in 46,237 UK Biobank participants.
  • Longitudinal follow-up for MN development (115 cases over 500,036 person-years).
  • Cox proportional hazard regression to analyze associations between plasma proteins and MN risk.
  • Validation using inherited polygenic risk scores (PRS) in an independent cohort (N=381,485).

Main Results:

  • Identified 115 proteins associated with MN risk; 34 (30%) were also linked to CH, enriched for immune system regulators.
  • Plasma proteomics significantly improved MN risk prediction (AUC=0.85) compared to clinical factors and CH alone (AUC=0.80).
  • PRS analyses indicated identified proteins are likely downstream markers of CH to MN progression pathways, not directly causal.

Conclusions:

  • Plasma proteomics enhances the prediction of myeloid neoplasm risk.
  • Immune cell regulation plays a crucial role in the progression of clonal hematopoiesis to myeloid neoplasms.
  • Multi-omic characterization, including plasma proteomics, holds promise for improved MN risk stratification.